Department of Statistics, Faculty of Science
Faculty (G+PS eligible/member)
High dimensional data analysis; Computational methods in statistics; Statistical theory and modeling; Machine learning; Epidemiology (except nutritional and veterinary epidemiology); Methods and models for epidemiological forecasting; Estimation and quantification of prediction risk; Evaluating the predictive abilities of complex dependent data; Application of statistical learning techniques to time series prediction problems; Investigations of cross-validation and the bootstrap for risk estimation; Methods and models for epidemiological forecasting, Estimation and quantification of prediction risk, Evaluating the predictive abilities of complex dependent data, Application of statistical learning techniques to time series prediction problems, Investigations of cross-validation and the bootstrap for risk estimation